AN EFFICIENT NEURAL NETWORK FOR SEGMENTING MULTIPLE JOINT TISSUES FROM KNEE MRI WITH HYPERPARAMETER OPTIMIZATION: DATA FROM THE OSTEOARTHRITIS INITIATIVE

Early detection of knee osteoarthritis is crucial because the damage in the knee joint is irreversible at the advanced stage.Medical images such as Magnetic Resonance Imaging plays an important role in knee osteoarthritis diagnosis as it provides excellent visualization of the osteoarthritis imaging biomarkers.Current clinical practice relies on ma

Starting from the innovative approach operated by Hans Hunfeld and the more recent evidence by Mirco Magnani, this paper deals with the use of literary texts in language education, among which poetic texts are no exception.The present paper aims specifically to argue that even popular songs can place their lyrics as NUTRI SEA OMEGA 3 HP+D a model f

Both the IRIS-DNS System and the PORTAL-DOORS System share a common architectural style for pervasive metadata networks that operate as distributed metadata management systems with hierarchical authorities for entity registering and attribute publishing.Hierarchical control of metadata redistribution throughout the registry-directory networks const

Steven J Greco1, Pranela Rameshwar21Graduate School of Biomedical Sciences; 2Department of Medicine, Division of Hematology/Oncology, University of Medicine and Dentistry of New Jersey-New Jersey Medical School, Newark, NJ, USAAbstract: The therapeutic utilization of stem cells has been ongoing for several decades, principally in the form of bone m

Supernumerary teeth and tooth agenesis are common morphological anomalies in humans.We previously obtained evidence that supernumerary maxillary incisors form as a result of the successive development of the rudimentary maxillary incisor tooth germ in Usag-1 null mice.The development of tooth germs is arrested in Runx2 null mice, and such mice also